| GAME-ON: Graph Attention Network based Multimodal Fusion for Fake News Detection | Feb 25, 2022 | Fake News DetectionGraph Attention | CodeCode Available | 1 |
| Structured Multi-task Learning for Molecular Property Prediction | Feb 22, 2022 | Drug DiscoveryGraph Neural Network | CodeCode Available | 1 |
| GNN-Surrogate: A Hierarchical and Adaptive Graph Neural Network for Parameter Space Exploration of Unstructured-Mesh Ocean Simulations | Feb 18, 2022 | Graph Neural Network | CodeCode Available | 1 |
| Space4HGNN: A Novel, Modularized and Reproducible Platform to Evaluate Heterogeneous Graph Neural Network | Feb 18, 2022 | Graph Neural Network | CodeCode Available | 1 |
| Eliciting Structural and Semantic Global Knowledge in Unsupervised Graph Contrastive Learning | Feb 17, 2022 | Contrastive LearningGraph Neural Network | CodeCode Available | 1 |
| Learning and Evaluating Graph Neural Network Explanations based on Counterfactual and Factual Reasoning | Feb 17, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Instance-wise algorithm configuration with graph neural networks | Feb 10, 2022 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 1 |
| Graph Neural Network for Cell Tracking in Microscopy Videos | Feb 9, 2022 | 3D Multi-Object TrackingCell Tracking | CodeCode Available | 1 |
| Large-scale Personalized Video Game Recommendation via Social-aware Contextualized Graph Neural Network | Feb 7, 2022 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 1 |
| Molecular Representation Learning via Heterogeneous Motif Graph Neural Networks | Feb 1, 2022 | graph constructionGraph Neural Network | CodeCode Available | 1 |
